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Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling

24 October 2016

Jiajun Wu

Papers citing "Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling"

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Title
Local-Area-Learning Network: Meaningful Local Areas for Efficient Point Cloud Analysis Qendrim Bytyqi Nicola Wolpert E. Schömer 3DPC 55 3 0 12 Jun 2020
SALD: Sign Agnostic Learning with Derivatives Matan Atzmon Y. Lipman 141 144 0 09 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 103 276 0 09 Jun 2020
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion Peng-Shuai Wang Yang Liu Xin Tong 3DPC 74 64 0 06 Jun 2020
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning Aditya Sanghi 3DPC SSL 70 101 0 04 Jun 2020
Self-supervised Modal and View Invariant Feature Learning Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 58 29 0 28 May 2020
ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds Kibok Lee Zhuoyuan Chen Xinchen Yan R. Urtasun Ersin Yumer 3DPC 66 32 0 24 May 2020
Unsupervised Geometric Disentanglement for Surfaces via CFAN-VAE N. Joseph Tatro Stefan C. Schonsheck Rongjie Lai CoGe DRL 27 9 0 23 May 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review Ying Li Lingfei Ma Zilong Zhong Fei Liu Dongpu Cao Jonathan Li M. Chapman 3DPC 109 410 0 20 May 2020
FroDO: From Detections to 3D Objects Kejie Li Martin Rünz Meng Tang Lingni Ma Chen Kong ... Ian Reid Lourdes Agapito Julian Straub S. Lovegrove Richard Newcombe 3DPC 84 72 0 11 May 2020
A Simple and Scalable Shape Representation for 3D Reconstruction Mateusz Michalkiewicz Eugene Belilovsky Mahsa Baktash Anders P. Eriksson 3DV 67 10 0 10 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 156 307 0 30 Apr 2020
CoReNet: Coherent 3D scene reconstruction from a single RGB image S. Popov Pablo Bauszat V. Ferrari 3DPC 3DV 81 72 0 27 Apr 2020
Reconstruct, Rasterize and Backprop: Dense shape and pose estimation from a single image Aniket Pokale Aditya Aggarwal K. M. Krishna 3DH 3DV 29 1 0 25 Apr 2020
TetraTSDF: 3D human reconstruction from a single image with a tetrahedral outer shell Hayato Onizuka Zehra Hayirci D. Thomas Akihiro Sugimoto Hideaki Uchiyama R. Taniguchi 3DH 93 35 0 22 Apr 2020
Semantic Correspondence via 2D-3D-2D Cycle Yang You Chengkun Li Yujing Lou Zhoujun Cheng Lizhuang Ma Cewu Lu Weiming Wang 3DPC 142 6 0 20 Apr 2020
Combinatorial 3D Shape Generation via Sequential Assembly Jungtaek Kim H. Chung Jinhwi Lee Minsu Cho Jaesik Park 63 21 0 16 Apr 2020
Effect of Input Noise Dimension in GANs P. Manisha Debojit Das Sujit Gujar 27 20 0 15 Apr 2020
Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors Mateusz Michalkiewicz Sarah Parisot Stavros Tsogkas Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 69 25 0 14 Apr 2020
Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 68 34 0 13 Apr 2020
NodeSLAM: Neural Object Descriptors for Multi-View Shape Reconstruction Edgar Sucar Kentaro Wada Andrew J. Davison OCL 3DH 3DV 84 114 0 09 Apr 2020
Deep Manifold Prior Matheus Gadelha Rui Wang Subhransu Maji 3DPC AI4CE 32 16 0 08 Apr 2020
Leveraging 2D Data to Learn Textured 3D Mesh Generation Paul Henderson Vagia Tsiminaki Christoph H. Lampert 3DH 91 105 0 08 Apr 2020
Intrinsic Point Cloud Interpolation via Dual Latent Space Navigation Marie-Julie Rakotosaona M. Ovsjanikov 3DPC 45 14 0 03 Apr 2020
HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map J. Malik Ibrahim Abdelaziz Ahmed Elhayek Soshi Shimada Sk Aziz Ali Vladislav Golyanik Christian Theobalt D. Stricker 3DH 116 70 0 03 Apr 2020
Learning Pose-invariant 3D Object Reconstruction from Single-view Images Bo Peng Wei Wang Jing Dong Tieniu Tan 3DV 111 12 0 03 Apr 2020
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification Jianwen Xie Yifei Xu Zilong Zheng Song-Chun Zhu Ying Nian Wu 3DPC 141 82 0 02 Apr 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 107 45 0 30 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds Yongming Rao Jiwen Lu Jie Zhou 3DPC 73 132 0 29 Mar 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised Training Amit Kohli Vincent Sitzmann Gordon Wetzstein 3DPC 64 14 0 28 Mar 2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors Luca Cosmo Antonio Norelli Oshri Halimi Ron Kimmel Emanuele Rodolà 89 73 0 27 Mar 2020
Weakly-supervised 3D coronary artery reconstruction from two-view angiographic images Lu Wang Dongxue Liang Xiao-Lei Yin Jing Qiu Zhi-Yun Yang Jun-Hui Xing Jian-Zeng Dong Zhao-Yuan Ma MedIm 20 4 0 26 Mar 2020
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vazquez Derek Nowrouzezahrai Aaron Courville 3DV 77 11 0 23 Mar 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations Berk Kaya Radu Timofte 34 7 0 22 Mar 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 325 564 0 19 Mar 2020
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions Kaichun Mo He Wang Xinchen Yan Leonidas Guibas 3DPC 97 40 0 19 Mar 2020
Energy-Based Processes for Exchangeable Data Mengjiao Yang Bo Dai H. Dai Dale Schuurmans 83 12 0 17 Mar 2020
Active Perception and Representation for Robotic Manipulation Youssef Y. Zaky Gaurav Paruthi B. Tripp James Bergstra 86 16 0 15 Mar 2020
Instant recovery of shape from spectrum via latent space connections R. Marin Arianna Rampini U. Castellani Emanuele Rodolà M. Ovsjanikov Simone Melzi 119 21 0 14 Mar 2020
Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow S. Wiewel Byungsoo Kim Vinicius Azevedo B. Solenthaler Nils Thuerey AI4CE 61 34 0 12 Mar 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 164 32 0 12 Mar 2020
How Powerful Are Randomly Initialized Pointcloud Set Functions? Aditya Sanghi P. Jayaraman 3DPC 48 3 0 11 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 367 991 0 10 Mar 2020
Single-View 3D Object Reconstruction from Shape Priors in Memory Shuo Yang Min Xu Haozhe Xie Stuart Perry Huanjin Yao 3DV 185 8 0 08 Mar 2020
STD-Net: Structure-preserving and Topology-adaptive Deformation Network for 3D Reconstruction from a Single Image Aihua Mao Canglan Dai Lin Gao Ying He Yong Liu 3DV 3DPC 19 2 0 07 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 210 500 0 03 Mar 2020
PF-Net: Point Fractal Network for 3D Point Cloud Completion Zitian Huang Yikuan Yu Jiawen Xu Feng Ni Xinyi Le 3DPC 110 363 0 01 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 67 54 0 28 Feb 2020
Triangle-Net: Towards Robustness in Point Cloud Learning Chenxi Xiao J. Wachs 3DH 3DPC 125 34 0 27 Feb 2020
PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs Wei Chen Faez Ahmed 23 11 0 26 Feb 2020